Fast model-free deconvolution of fluorescence decay for analysis of biological systems

Javier A. Jo, Qiyin Fang, Thanassis Papaioannou, Laura Marcu

Research output: Contribution to journalArticle

81 Citations (Scopus)

Abstract

For complex biological systems, conventional analysis of fluorescence intensity decay in terms of discrete exponential components cannot readily provide a true representation of the underlying fluorescence dynamics. We investigate an alternative nonparametric method for the analysis of time-resolved fluorescence data from biochemical and biological systems based on the expansion of fluorescence decay in a discrete Laguerre basis. We report that a unique Laguerre expansion can be found for fluorescence intensity decays of arbitrary form with convergence to a correct solution significantly faster than conventional multiexponential approximation methods. The Laguerre expansion coefficients are shown to be highly correlated with intrinsic fluorescence lifetimes and allow direct characterization of the fluorescence dynamics. A novel method for prediction of concentrations in mixtures of biochemical components using these coefficients is developed and successfully tested (prediction error <2%) using data from different mixtures of fluorescence lifetime standards. These findings suggest that the use of Laguerre expansion coefficients is a fast approach for the characterization and discrimination of complex biological systems such as tissues and cells, and that the method has potential for applications of fluorescence lifetime techniques to tissue diagnostics and imaging microscopy of living cells.

Original languageEnglish (US)
Pages (from-to)743-752
Number of pages10
JournalJournal of Biomedical Optics
Volume9
Issue number4
DOIs
StatePublished - Jul 2004

Fingerprint

Deconvolution
Biological systems
Systems Analysis
Fluorescence
fluorescence
decay
expansion
life (durability)
coefficients
Tissue
systems analysis
Diagnostic Imaging
predictions
discrimination
Microscopy
Microscopic examination
Cells
microscopy
Imaging techniques
cells

Keywords

  • Discrete Laguerre basis expansion
  • Fluorescence decay deconvolution techniques
  • Fluorescence lifetime
  • Quantitative predictions
  • Time-resolved spectroscopy

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging
  • Radiological and Ultrasound Technology
  • Clinical Biochemistry
  • Atomic and Molecular Physics, and Optics
  • Biomedical Engineering
  • Biomaterials
  • Electronic, Optical and Magnetic Materials

Cite this

Fast model-free deconvolution of fluorescence decay for analysis of biological systems. / Jo, Javier A.; Fang, Qiyin; Papaioannou, Thanassis; Marcu, Laura.

In: Journal of Biomedical Optics, Vol. 9, No. 4, 07.2004, p. 743-752.

Research output: Contribution to journalArticle

Jo, Javier A. ; Fang, Qiyin ; Papaioannou, Thanassis ; Marcu, Laura. / Fast model-free deconvolution of fluorescence decay for analysis of biological systems. In: Journal of Biomedical Optics. 2004 ; Vol. 9, No. 4. pp. 743-752.
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